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  • GC-CSP 2011
  • 20.Cnf-9
CSP Congresses with Published Papers
GC-CSP 2011, Dubai
1
GC-CSP 2012, Barcelona
3
Papers Published at GC-CSP 2011
All 1 Paper
IDAuthors and TitlePages
20.Cnf-9 Dr. Yahia Kourd
Prof. Noureddine Guersi
Prof. Dimitri Lefebvre
A two stages diagnosis method with fuzzy logic and neuronal networks
1-5
20.Cnf-9 Paper View Page
Title A two stages diagnosis method with fuzzy logic and neuronal networks
Authors Dr. Yahia Kourd, University of Biskra, Biskra, Algeria
Prof. Noureddine Guersi, Université Badji Mokhtar de Annaba, Annaba, Algeria
Prof. Dimitri Lefebvre, Université Le Havre Normandie, Normandy, France
Abstract The failures auto-sensing becomes increasingly essential in the complex systems exploitation. This article consists in working out a system of defects diagnosis based on an artificial intelligence technique which associates fuzzy logic with neural networks. The method is applied to obtain the DAMADICS (Development and Application of Methods for Actuator Diagnosis in Industrial Control Systems). This technique with its capacities of generalization and memorizing gives effective diagnostic tools.

In the first part of this work, we studied the modelling of this industrial actuator, simulation gives an idea of the actuator behaviour in a normal mode functioning. Then, we carried out the diagnosis of defects during abnormal operations by using a neuro-fuzzy classifier.

Track SPA: Signal Processing and Applications
Conference 1st Mosharaka International Conference on Communications and Signal Processing (MIC-CSP 2011)
Congress 2011 Global Congress on Communications and Signal Processing (GC-CSP 2011), 2-4 April 2011, Dubai, UAE
Pages 1-5
Topics Adaptive Control Systems
Variable Structure Control
ISSN 2227-331X
DOI
BibTeX @inproceedings{9CSP2011,
title={A two stages diagnosis method with fuzzy logic and neuronal networks},
author={Yahia Kourd, and Noureddine Guersi, and Dimitri Lefebvre},
booktitle={2011 Global Congress on Communications and Signal Processing (GC-CSP 2011)},
year={2011},
pages={1-5},
doi={}},
organization={Mosharaka for Research and Studies} }
Paper Views 901 Paper Views Rank 50/525
Paper Downloads 465 Paper Downloads Rank 19/525
GC-CSP 2011 Visits: 6684||MIC-CSP 2011 Visits: 5573||SPA Track Visits: 1825